iSchools, Twitter, 9/10/2020 3:39:06 AM, 234925


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iSchools_2020-09-09_20-36-21.xlsx
iSchools_2020-09-09_20-36-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2020
Short Description:
iSchools via NodeXL https://bit.ly/2ZoKMdl
@ischools
@iconf
@lynch39083
@coordinatoraief
@jcdl20201
@uoftinfofaculty
@aylinnchen
@cbahlai
@chribecker
@doug_schuler

Top hashtags:
#jcdl2020
#iconf21
#datascience
#ischoolsworldwide
#uwm
#uwmischool
#ischools
#looping

Description:
Description
The graph represents a network of 144 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 September 2020 at 03:36 UTC.

The requested start date was Thursday, 10 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 66-day, 7-hour, 41-minute period from Wednesday, 01 July 2020 at 06:45 UTC to Saturday, 05 September 2020 at 14:27 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 144
Unique Edges : 131
Edges With Duplicates : 132
Total Edges : 263
Number of Edge Types : 5
Mentions : 68
Tweet : 24
Replies to : 19
MentionsInRetweet : 99
Retweet : 53
Self-Loops : 24
Reciprocated Vertex Pair Ratio : 0.0245398773006135
Reciprocated Edge Ratio : 0.0479041916167665
Connected Components : 35
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 68
Maximum Edges in a Connected Component : 176
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.935001
Graph Density : 0.00810994560994561
Modularity : 0.547941
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 144 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 10 September 2020 at 03:36 UTC.

The requested start date was Thursday, 10 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 66-day, 7-hour, 41-minute period from Wednesday, 01 July 2020 at 06:45 UTC to Saturday, 05 September 2020 at 14:27 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iSchools
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://2020.jcdl.org/ScheduleOfEvents.html
[3] https://docs.google.com/forms/d/e/1FAIpQLSebM9Bw0X0jbmpNZ1wiJsSfFyytb4fPXZhizQOw3EtCCuLT7g/viewform?usp=send_form
[3] http://www.c-ischools.org/future
[1] https://sites.google.com/c-ischools.org/cis-open-house-2020/home
[1] https://ischools.org/Discipline-of-Organizing-Professional
[1] https://twitter.com/i/web/status/1296258535068704768
[1] https://twitter.com/i/web/status/1295282078867652613
[1] https://twitter.com/i/web/status/1294098909111947264
[1] https://twitter.com/guzdial/status/1294012510513897475
[1] https://uwm.edu/informationstudies/wolfram_associatedean/

Top URLs in Tweet in G1:
[1] https://ischools.org/Discipline-of-Organizing-Professional
[1] https://vimeo.com/447069678
[1] https://vimeo.com/433661105
[1] https://ischools.org/News/9128687
[1] https://uwm.edu/informationstudies/wolfram_associatedean/
[1] https://www.kent.edu/cci/news/school-information-names-new-interim-director
[1] https://www.kent.edu/iSchool/news/school-information-appoints-goodyear-endowed-professor-knowledge-management
[1] http://information-studies.blogspot.com/2020/07/media-ischool-video-blog-with-professor.html
[1] https://online.arizona.edu/programs/graduate/online-master-arts-library-and-information-science-ma
[1] https://twitter.com/UArizonaSBS/status/1285245015187283968

Top URLs in Tweet in G2:
[6] https://2020.jcdl.org/ScheduleOfEvents.html

Top URLs in Tweet in G3:
[1] https://ischool.illinois.edu/news-events/news/2020/07/martaus-joins-ischools-research-services-staff
[1] https://twitter.com/BruceWayne852/status/1279079404136591360
[1] https://docs.google.com/forms/d/e/1FAIpQLSebM9Bw0X0jbmpNZ1wiJsSfFyytb4fPXZhizQOw3EtCCuLT7g/viewform?usp=send_form
[1] http://www.c-ischools.org/future
[1] https://ischools.org/Discipline-of-Organizing
[1] https://sites.google.com/c-ischools.org/cis-open-house-2020/home

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1294098909111947264
[1] https://twitter.com/guzdial/status/1294012510513897475

Top URLs in Tweet in G5:
[1] https://ischools.org/resources/Documents/iconf%202021/iConf21_%20Submissions-Call.pdf
[1] https://ischools.org/News/9070503
[1] https://ischools.org/News/9141981
[1] https://ischools.org/Virtual-Interactive-Sessions
[1] https://ischools.org/Full-Research-Papers
[1] https://twitter.com/iconf/status/1278092602261352449

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1295282078867652613

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1286327934823755776

Top URLs in Tweet in G9:
[1] https://ischools.org/iConference

Top URLs in Tweet in G10:
[2] https://docs.google.com/forms/d/e/1FAIpQLSebM9Bw0X0jbmpNZ1wiJsSfFyytb4fPXZhizQOw3EtCCuLT7g/viewform?usp=send_form
[2] http://www.c-ischools.org/future

Top Domains
Top Domains in Tweet in Entire Graph:
[10] twitter.com
[9] ischools.org
[6] jcdl.org
[4] google.com
[3] c-ischools.org
[2] kent.edu
[2] vimeo.com
[1] uwm.edu
[1] wiley.com
[1] uw.edu

Top Domains in Tweet in G1:
[2] ischools.org
[2] vimeo.com
[2] kent.edu
[1] uwm.edu
[1] blogspot.com
[1] arizona.edu
[1] twitter.com

Top Domains in Tweet in G2:
[6] jcdl.org

Top Domains in Tweet in G3:
[2] google.com
[1] illinois.edu
[1] twitter.com
[1] c-ischools.org
[1] ischools.org

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[5] ischools.org
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[1] ischools.org

Top Domains in Tweet in G10:
[2] google.com
[2] c-ischools.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] jcdl2020
[11] iconf21
[5] datascience
[2] ischoolsworldwide
[2] uwm
[2] uwmischool
[2] ischools
[2] looping
[2] montessorischools
[2] rischoolsopening



Top Hashtags in Tweet in G1:
[3] iconf21
[2] uwm
[2] uwmischool
[2] ischoolsworldwide
[2] ischools
[2] coronavirus
[1] hybrid
[1] pantherproud
[1] librarians
[1] onlineeducation

Top Hashtags in Tweet in G2:
[14] jcdl2020

Top Hashtags in Tweet in G3:
[1] ischoolui
[1] democratsarecorrupt
[1] mississippi
[1] mississippischools
[1] savemischools
[1] mied
[1] meischoolsfaq
[1] wearemei

Top Hashtags in Tweet in G4:
[1] cpsr

Top Hashtags in Tweet in G5:
[8] iconf21
[1] hybrid

Top Words
Top Words in Tweet in Entire Graph:
[60] ischools
[26] iconference
[18] 2021
[17] jcdl20201
[14] students
[14] proposals
[14] #jcdl2020
[14] 2020
[14] online
[12] school

Top Words in Tweet in G1:
[15] ischools
[5] ischool
[5] chair
[4] around
[4] ph
[4] iconference
[4] dr
[4] diane
[4] kelly
[4] elect

Top Words in Tweet in G2:
[17] jcdl20201
[14] #jcdl2020
[10] jcdl
[10] 2020
[9] ischools
[7] wonderful
[7] jcdlconf
[6] asist_org
[6] enjoy
[6] find

Top Words in Tweet in G3:
[4] ischools
[3] school
[3] students
[2] know
[2] schools
[2] percentages
[2] more
[2] visit
[2] teachers
[2] politicians

Top Words in Tweet in G4:
[7] uoftinfofaculty
[7] ischools
[5] same
[4] doug_schuler
[4] chribecker
[4] ask
[4] question
[4] weaving
[4] social
[4] responsibility

Top Words in Tweet in G5:
[10] iconference
[8] iconf
[8] hybrid
[8] track
[7] organizers
[7] #iconf21
[7] virtual
[5] proposals
[5] year
[5] interactive

Top Words in Tweet in G6:
[2] ippn_education
[2] forumteaching
[2] ecischools
[2] catholicprimary
[2] nascireland
[2] education_ire
[2] multilingual
[2] videos

Top Words in Tweet in G9:
[12] iconference
[12] 2021
[7] papers
[7] proposals
[6] seeks
[6] ischools
[6] organization
[6] announced
[5] coordinatoraief

Top Words in Tweet in G10:
[9] important
[8] visit
[7] asking
[7] input
[7] issues
[7] facing
[7] school
[7] district
[7] community
[7] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] iconference,2021
[10] jcdl,2020
[10] ischools,organization
[9] papers,proposals
[8] jcdl20201,#jcdl2020
[8] please,visit
[8] visit,online
[8] 2021,seeks
[8] seeks,papers
[8] proposals,ischools

Top Word Pairs in Tweet in G1:
[4] dr,diane
[4] diane,kelly
[4] ischools,chair
[4] chair,elect
[3] iconference,2021
[3] video,blog
[3] ischools,organization
[2] join,congratulating
[2] congratulating,dietmarwolfram
[2] dietmarwolfram,appointment

Top Word Pairs in Tweet in G2:
[10] jcdl,2020
[8] jcdl20201,#jcdl2020
[6] asist_org,ischools
[6] #jcdl2020,enjoy
[6] enjoy,jcdl
[6] 2020,find
[6] find,program
[6] program,attend
[6] attend,wonderful
[6] wonderful,talks

Top Word Pairs in Tweet in G4:
[6] uoftinfofaculty,ischools
[4] chribecker,uoftinfofaculty
[4] ischools,ask
[4] ask,same
[4] same,question
[4] question,weaving
[4] weaving,social
[4] social,responsibility
[4] responsibility,throughout
[4] throughout,computing

Top Word Pairs in Tweet in G5:
[5] virtual,interactive
[5] interactive,sessions
[4] iconference,organizers
[4] organizers,taking
[4] taking,proposals
[4] proposals,hybrid
[4] hybrid,#iconf21
[4] #iconf21,year
[4] year,virtual
[4] sessions,track

Top Word Pairs in Tweet in G6:
[2] ippn_education,forumteaching
[2] forumteaching,ecischools
[2] ecischools,catholicprimary
[2] catholicprimary,nascireland
[2] nascireland,education_ire
[2] education_ire,multilingual
[2] multilingual,videos

Top Word Pairs in Tweet in G9:
[12] iconference,2021
[7] papers,proposals
[6] 2021,seeks
[6] seeks,papers
[6] proposals,ischools
[6] ischools,organization
[6] organization,announced
[6] announced,iconference
[5] coordinatoraief,iconference

Top Word Pairs in Tweet in G10:
[7] asking,input
[7] input,important
[7] important,issues
[7] issues,facing
[7] facing,school
[7] school,district
[7] district,community
[7] community,please
[7] please,visit
[7] visit,online

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ischools
@iconf
@jcdl20201
@uoftinfofaculty
@jcdlconf
@asist_org
@coordinatoraief
@sigir2020
@isd911

Top Mentioned in G1:
@ischools
@iconf
@uazischool
@uwmsois
@dietmarwolfram
@ischoolksu
@kentstate
@peterabath
@uarizona
@coordinatoraief

Top Mentioned in G2:
@jcdl20201
@ischools
@jcdlconf
@asist_org
@sigir2020
@alibabagroup
@mcdonald

Top Mentioned in G4:
@uoftinfofaculty
@ischools
@doug_schuler
@chribecker
@vardi
@pancakeacm
@doctorow
@uoft

Top Mentioned in G5:
@iconf
@hedaqing
@mariluberlin
@coordinatoraief

Top Mentioned in G6:
@forumteaching
@ecischools
@catholicprimary
@nascireland
@education_ire
@anahitatchr
@ippn_education

Top Mentioned in G7:
@ireavaservices
@isams
@isas_online
@conquerorstechs
@ischools
@ispringpro
@jackrabbittech

Top Mentioned in G8:
@uottawa
@cmnuo
@uottawatechlaw
@uottawaarts

Top Mentioned in G9:
@coordinatoraief

Top Mentioned in G10:
@isd911

Top Tweeters
Top Tweeters in Entire Graph:
@lynch39083
@doctorow
@tressiemcphd
@adr
@carimachet
@doctorow_no_bb
@margymaclibrary
@datasciencebot_
@inaljnaomi
@charlielapin

Top Tweeters in G1:
@uarizona
@orcunmadran
@sheffielduni
@nkrishnaswami
@utknoxville
@lisresearch
@intranetfocus
@uazbio5
@infoschoolsheff
@kentstate

Top Tweeters in G2:
@mcdonald
@shawnmjones
@asist_org
@phonedude_mln
@alibabagroup
@gavindya2
@yasithmilinda
@xyou
@jcdlconf
@tasinchoudhury

Top Tweeters in G3:
@anamatics
@z_mississippi
@bogiezero
@ischoolui
@headofschools
@votekellybreen
@ferrinevans
@iissfas
@hroulandus
@jca

Top Tweeters in G4:
@doctorow
@carimachet
@doctorow_no_bb
@vardi
@cbahlai
@uoft
@doug_schuler
@uoftinfofaculty
@pancakeacm
@chribecker

Top Tweeters in G5:
@hobohm
@ejtnamic
@libconferences
@iconf
@traversingbits
@mariluberlin
@feishucanada
@hedaqing
@alise_mehc
@libra_chen_

Top Tweeters in G6:
@nascireland
@education_ire
@ecischools
@anahitatchr
@eleanortmoore
@ippn_education
@catholicprimary
@forumteaching

Top Tweeters in G7:
@lynch39083
@ispringpro
@jackrabbittech
@isams
@conquerorstechs
@iqstrategix
@isas_online
@ireavaservices

Top Tweeters in G8:
@charlielapin
@uottawa
@uottawaarts
@lizdubois
@uottawatechlaw
@cmnuo

Top Tweeters in G9:
@meanderingleaf
@literacyfan
@alicjapawluczuk
@brazierphd
@hubeiy
@coordinatoraief

Top Tweeters in G10:
@cihs_activities
@38rudy
@isd911
@misssimonton
@damiani_ci


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